{"id":"W7118291129","doi":"10.48619/gsa.v3i1.a1249","title":"The post-industrial ruin graffiti spaces and writer","year":2025,"lang":"en","type":"article","venue":"Wise Thorough / Urban Creativity Journals","topic":"Public Spaces through Art","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Graffiti; Ethnography; Visibility; Hierarchy; Semiotics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004344388,0.0002698892,0.0004129723,0.0001752241,0.002733701,0.001800018,0.0006602638,0.0002663591,0.0002891919],"category_scores_gemma":[0.003315586,0.0001991184,0.0001605145,0.0008415042,0.00111578,0.001143137,0.0002102296,0.0006267713,0.00003623065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002457896,"about_ca_system_score_gemma":0.0006921601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002146531,"about_ca_topic_score_gemma":0.006452424,"domain_scores_codex":[0.9962148,0.00138597,0.0004338024,0.0004000537,0.0007498832,0.0008154869],"domain_scores_gemma":[0.9966893,0.001952132,0.0002873786,0.0004384708,0.0003212896,0.0003114376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003718052,0.0002831762,0.2647998,0.00001814958,0.000451564,0.00004786489,0.02746581,0.000005099081,0.0004501898,0.1408471,0.457704,0.1075554],"study_design_scores_gemma":[0.000871268,0.00008417598,0.01525922,0.0001849573,0.00009245854,0.00001080881,0.01194587,0.00002455692,0.000243785,0.007504652,0.9634675,0.0003107083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5844099,0.007326467,0.0001921164,0.1594885,0.001523098,0.0008565075,0.00004334495,0.0002204898,0.2459396],"genre_scores_gemma":[0.9503565,0.001671953,0.0002303435,0.0009553706,0.001294975,0.00003306551,0.000002987556,0.00002146626,0.04543336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5057635,"threshold_uncertainty_score":0.9992362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04612997555106241,"score_gpt":0.3533627162631387,"score_spread":0.3072327407120763,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}